Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 265 |
| Missing cells | 368 |
| Missing cells (%) | 7.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 67.9 KiB |
| Average record size in memory | 262.5 B |
Variable types
| NUM | 16 |
|---|---|
| CAT | 2 |
SEM is highly correlated with MES and 2 other fields | High correlation |
MES is highly correlated with SEM and 2 other fields | High correlation |
COMP_ENV is highly correlated with CAR_PKL | High correlation |
CAR_PKL is highly correlated with COMP_ENV and 3 other fields | High correlation |
VENTA is highly correlated with CAR_PKL and 2 other fields | High correlation |
COSTO is highly correlated with CAR_PKL and 2 other fields | High correlation |
UTIL is highly correlated with CAR_PKL and 2 other fields | High correlation |
MES_CFD is highly correlated with MES and 2 other fields | High correlation |
SEM_CFD is highly correlated with MES and 2 other fields | High correlation |
CAR_PAQ has 3 (1.1%) missing values | Missing |
COMP_PAQ has 181 (68.3%) missing values | Missing |
LACT_Q has 184 (69.4%) missing values | Missing |
FECHA has unique values | Unique |
F_CFD has unique values | Unique |
BEB_REF has 6 (2.3%) zeros | Zeros |
DESC has 152 (57.4%) zeros | Zeros |
C_CFD has 88 (33.2%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-16 02:53:26.095423 |
|---|---|
| Analysis finished | 2020-12-16 02:55:45.428822 |
| Duration | 2 minutes and 19.33 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.871698113 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.519347661 |
|---|---|
| Coefficient of variation (CV) | 0.5171395276 |
| Kurtosis | -1.198292884 |
| Mean | 4.871698113 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.01420693516 |
| Sum | 1291 |
| Variance | 6.347112636 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 8 | 31 | 11.7% | |
| 7 | 31 | 11.7% | |
| 5 | 31 | 11.7% | |
| 3 | 31 | 11.7% | |
| 1 | 31 | 11.7% | |
| 6 | 30 | 11.3% | |
| 4 | 30 | 11.3% | |
| 2 | 29 | 10.9% | |
| 9 | 21 | 7.9% |
| Value | Count | Frequency (%) | |
| 1 | 31 | 11.7% | |
| 2 | 29 | 10.9% | |
| 3 | 31 | 11.7% | |
| 4 | 30 | 11.3% | |
| 5 | 31 | 11.7% | |
| 6 | 30 | 11.3% | |
| 7 | 31 | 11.7% | |
| 8 | 31 | 11.7% | |
| 9 | 21 | 7.9% |
| Value | Count | Frequency (%) | |
| 9 | 21 | 7.9% | |
| 8 | 31 | 11.7% | |
| 7 | 31 | 11.7% | |
| 6 | 30 | 11.3% | |
| 5 | 31 | 11.7% | |
| 4 | 30 | 11.3% | |
| 3 | 31 | 11.7% | |
| 2 | 29 | 10.9% | |
| 1 | 31 | 11.7% |
| Distinct | 39 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.71320755 |
|---|---|
| Minimum | 1 |
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 10 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 37 |
| Maximum | 39 |
| Range | 38 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 10.95275733 |
|---|---|
| Coefficient of variation (CV) | 0.5556050329 |
| Kurtosis | -1.198329576 |
| Mean | 19.71320755 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.0005269962524 |
| Sum | 5224 |
| Variance | 119.9628931 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 20 | 7 | 2.6% | |
| 38 | 7 | 2.6% | |
| 18 | 7 | 2.6% | |
| 17 | 7 | 2.6% | |
| 16 | 7 | 2.6% | |
| 15 | 7 | 2.6% | |
| 14 | 7 | 2.6% | |
| 13 | 7 | 2.6% | |
| 12 | 7 | 2.6% | |
| 11 | 7 | 2.6% | |
| 10 | 7 | 2.6% | |
| 9 | 7 | 2.6% | |
| 8 | 7 | 2.6% | |
| 7 | 7 | 2.6% | |
| 6 | 7 | 2.6% | |
| 5 | 7 | 2.6% | |
| 4 | 7 | 2.6% | |
| 19 | 7 | 2.6% | |
| 21 | 7 | 2.6% | |
| 2 | 7 | 2.6% | |
| 22 | 7 | 2.6% | |
| 37 | 7 | 2.6% | |
| 36 | 7 | 2.6% | |
| 35 | 7 | 2.6% | |
| 34 | 7 | 2.6% | |
| Other values (14) | 90 | 34.0% |
| Value | Count | Frequency (%) | |
| 1 | 5 | 1.9% | |
| 2 | 7 | 2.6% | |
| 3 | 7 | 2.6% | |
| 4 | 7 | 2.6% | |
| 5 | 7 | 2.6% | |
| 6 | 7 | 2.6% | |
| 7 | 7 | 2.6% | |
| 8 | 7 | 2.6% | |
| 9 | 7 | 2.6% | |
| 10 | 7 | 2.6% |
| Value | Count | Frequency (%) | |
| 39 | 1 | 0.4% | |
| 38 | 7 | 2.6% | |
| 37 | 7 | 2.6% | |
| 36 | 7 | 2.6% | |
| 35 | 7 | 2.6% | |
| 34 | 7 | 2.6% | |
| 33 | 7 | 2.6% | |
| 32 | 7 | 2.6% | |
| 31 | 7 | 2.6% | |
| 30 | 7 | 2.6% |
| Distinct | 265 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| 06/06/2020 | 1 |
|---|---|
| 21/09/2020 | 1 |
| 12/09/2020 | 1 |
| 10/05/2020 | 1 |
| 10/09/2020 | 1 |
| Other values (260) |
| Value | Count | Frequency (%) | |
| 06/06/2020 | 1 | 0.4% | |
| 21/09/2020 | 1 | 0.4% | |
| 12/09/2020 | 1 | 0.4% | |
| 10/05/2020 | 1 | 0.4% | |
| 10/09/2020 | 1 | 0.4% | |
| 17/02/2020 | 1 | 0.4% | |
| 30/04/2020 | 1 | 0.4% | |
| 02/06/2020 | 1 | 0.4% | |
| 25/08/2020 | 1 | 0.4% | |
| 16/03/2020 | 1 | 0.4% | |
| 18/05/2020 | 1 | 0.4% | |
| 05/02/2020 | 1 | 0.4% | |
| 02/02/2020 | 1 | 0.4% | |
| 28/04/2020 | 1 | 0.4% | |
| 15/03/2020 | 1 | 0.4% | |
| 02/04/2020 | 1 | 0.4% | |
| 29/03/2020 | 1 | 0.4% | |
| 18/01/2020 | 1 | 0.4% | |
| 11/01/2020 | 1 | 0.4% | |
| 25/07/2020 | 1 | 0.4% | |
| 28/01/2020 | 1 | 0.4% | |
| 05/09/2020 | 1 | 0.4% | |
| 22/02/2020 | 1 | 0.4% | |
| 06/02/2020 | 1 | 0.4% | |
| 07/07/2020 | 1 | 0.4% | |
| Other values (240) | 240 | 90.6% |
Unique
| Unique | 265 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 34.0% | |
| 2 | 667 | 25.2% | |
| / | 530 | 20.0% | |
| 1 | 153 | 5.8% | |
| 3 | 69 | 2.6% | |
| 5 | 57 | 2.2% | |
| 7 | 57 | 2.2% | |
| 8 | 57 | 2.2% | |
| 4 | 56 | 2.1% | |
| 6 | 56 | 2.1% | |
| 9 | 47 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2120 | 80.0% | |
| Other Punctuation | 530 | 20.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 42.5% | |
| 2 | 667 | 31.5% | |
| 1 | 153 | 7.2% | |
| 3 | 69 | 3.3% | |
| 5 | 57 | 2.7% | |
| 7 | 57 | 2.7% | |
| 8 | 57 | 2.7% | |
| 4 | 56 | 2.6% | |
| 6 | 56 | 2.6% | |
| 9 | 47 | 2.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 530 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2650 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 34.0% | |
| 2 | 667 | 25.2% | |
| / | 530 | 20.0% | |
| 1 | 153 | 5.8% | |
| 3 | 69 | 2.6% | |
| 5 | 57 | 2.2% | |
| 7 | 57 | 2.2% | |
| 8 | 57 | 2.2% | |
| 4 | 56 | 2.1% | |
| 6 | 56 | 2.1% | |
| 9 | 47 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2650 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 34.0% | |
| 2 | 667 | 25.2% | |
| / | 530 | 20.0% | |
| 1 | 153 | 5.8% | |
| 3 | 69 | 2.6% | |
| 5 | 57 | 2.2% | |
| 7 | 57 | 2.2% | |
| 8 | 57 | 2.2% | |
| 4 | 56 | 2.1% | |
| 6 | 56 | 2.1% | |
| 9 | 47 | 1.8% |
| Distinct | 34 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.288679245 |
|---|---|
| Minimum | 0 |
| Maximum | 35 |
| Zeros | 6 |
| Zeros (%) | 2.3% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 7 |
| Q3 | 12 |
| 95-th percentile | 23 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.093575315 |
|---|---|
| Coefficient of variation (CV) | 0.76367965 |
| Kurtosis | 1.211701267 |
| Mean | 9.288679245 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.320725831 |
| Sum | 2461.5 |
| Variance | 50.31881075 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 34 | 12.8% | |
| 4 | 27 | 10.2% | |
| 6 | 24 | 9.1% | |
| 7 | 20 | 7.5% | |
| 3 | 19 | 7.2% | |
| 8 | 14 | 5.3% | |
| 9 | 14 | 5.3% | |
| 11 | 11 | 4.2% | |
| 10 | 11 | 4.2% | |
| 2 | 10 | 3.8% | |
| 12 | 8 | 3.0% | |
| 21 | 7 | 2.6% | |
| 0 | 6 | 2.3% | |
| 16 | 6 | 2.3% | |
| 22 | 6 | 2.3% | |
| 1 | 5 | 1.9% | |
| 23 | 5 | 1.9% | |
| 15 | 5 | 1.9% | |
| 13 | 5 | 1.9% | |
| 19 | 4 | 1.5% | |
| 18 | 4 | 1.5% | |
| 20 | 3 | 1.1% | |
| 14 | 3 | 1.1% | |
| 27 | 2 | 0.8% | |
| 28 | 2 | 0.8% | |
| Other values (9) | 10 | 3.8% |
| Value | Count | Frequency (%) | |
| 0 | 6 | 2.3% | |
| 1 | 5 | 1.9% | |
| 2 | 10 | 3.8% | |
| 3 | 19 | 7.2% | |
| 4 | 27 | 10.2% | |
| 5 | 34 | 12.8% | |
| 6 | 24 | 9.1% | |
| 7 | 20 | 7.5% | |
| 7.5 | 1 | 0.4% | |
| 8 | 14 | 5.3% |
| Value | Count | Frequency (%) | |
| 35 | 1 | 0.4% | |
| 32 | 1 | 0.4% | |
| 31 | 1 | 0.4% | |
| 30 | 2 | 0.8% | |
| 29 | 1 | 0.4% | |
| 28 | 2 | 0.8% | |
| 27 | 2 | 0.8% | |
| 26 | 1 | 0.4% | |
| 25 | 1 | 0.4% | |
| 23 | 5 | 1.9% |
| Distinct | 47 |
|---|---|
| Distinct (%) | 17.9% |
| Missing | 3 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.86641221 |
|---|---|
| Minimum | 0 |
| Maximum | 99 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 14 |
| 95-th percentile | 36.9 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 13.24450648 |
|---|---|
| Coefficient of variation (CV) | 1.116134029 |
| Kurtosis | 9.32851611 |
| Mean | 11.86641221 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.565280147 |
| Sum | 3109 |
| Variance | 175.4169518 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 4 | 23 | 8.7% | |
| 5 | 20 | 7.5% | |
| 1 | 20 | 7.5% | |
| 8 | 19 | 7.2% | |
| 2 | 19 | 7.2% | |
| 3 | 19 | 7.2% | |
| 7 | 15 | 5.7% | |
| 6 | 14 | 5.3% | |
| 10 | 12 | 4.5% | |
| 12 | 10 | 3.8% | |
| 11 | 9 | 3.4% | |
| 9 | 8 | 3.0% | |
| 18 | 5 | 1.9% | |
| 14 | 5 | 1.9% | |
| 15 | 5 | 1.9% | |
| 34 | 4 | 1.5% | |
| 16 | 4 | 1.5% | |
| 26 | 3 | 1.1% | |
| 43 | 3 | 1.1% | |
| 25 | 3 | 1.1% | |
| 19 | 3 | 1.1% | |
| 35 | 3 | 1.1% | |
| 21 | 3 | 1.1% | |
| 24 | 2 | 0.8% | |
| 32 | 2 | 0.8% | |
| Other values (22) | 29 | 10.9% | |
| (Missing) | 3 | 1.1% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 1 | 20 | 7.5% | |
| 2 | 19 | 7.2% | |
| 3 | 19 | 7.2% | |
| 4 | 23 | 8.7% | |
| 5 | 20 | 7.5% | |
| 6 | 14 | 5.3% | |
| 7 | 15 | 5.7% | |
| 8 | 19 | 7.2% | |
| 9 | 8 | 3.0% |
| Value | Count | Frequency (%) | |
| 99 | 1 | 0.4% | |
| 70 | 1 | 0.4% | |
| 64 | 1 | 0.4% | |
| 54 | 1 | 0.4% | |
| 53 | 2 | 0.8% | |
| 48 | 1 | 0.4% | |
| 45 | 1 | 0.4% | |
| 43 | 3 | 1.1% | |
| 42 | 1 | 0.4% | |
| 38 | 1 | 0.4% |
| Distinct | 263 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.80792917 |
|---|---|
| Minimum | 0 |
| Maximum | 150.47143 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.378816 |
| Q1 | 14.3999 |
| median | 23.3879 |
| Q3 | 41.81135 |
| 95-th percentile | 80.430516 |
| Maximum | 150.47143 |
| Range | 150.47143 |
| Interquartile range (IQR) | 27.41145 |
Descriptive statistics
| Standard deviation | 24.41681981 |
|---|---|
| Coefficient of variation (CV) | 0.7676331169 |
| Kurtosis | 2.264236552 |
| Mean | 31.80792917 |
| Median Absolute Deviation (MAD) | 10.65933 |
| Skewness | 1.456451917 |
| Sum | 8429.10123 |
| Variance | 596.1810897 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 9.75 | 2 | 0.8% | |
| 7.55 | 1 | 0.4% | |
| 25.83813 | 1 | 0.4% | |
| 13.7622 | 1 | 0.4% | |
| 38.11 | 1 | 0.4% | |
| 21.77855 | 1 | 0.4% | |
| 37.765 | 1 | 0.4% | |
| 18.33491 | 1 | 0.4% | |
| 26.3 | 1 | 0.4% | |
| 5.07 | 1 | 0.4% | |
| 69.55 | 1 | 0.4% | |
| 47.83105 | 1 | 0.4% | |
| 90.71076 | 1 | 0.4% | |
| 41.75683 | 1 | 0.4% | |
| 74.27464 | 1 | 0.4% | |
| 32.19942 | 1 | 0.4% | |
| 65.51091 | 1 | 0.4% | |
| 15.88125 | 1 | 0.4% | |
| 17.08726 | 1 | 0.4% | |
| 10.185 | 1 | 0.4% | |
| 26.12762 | 1 | 0.4% | |
| 15.5441 | 1 | 0.4% | |
| 21.83 | 1 | 0.4% | |
| 27.04841 | 1 | 0.4% | |
| Other values (238) | 238 | 89.8% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 1.8 | 1 | 0.4% | |
| 2 | 1 | 0.4% | |
| 2.16279 | 1 | 0.4% | |
| 2.43 | 1 | 0.4% | |
| 2.93 | 1 | 0.4% | |
| 5.02682 | 1 | 0.4% | |
| 5.07 | 1 | 0.4% | |
| 6.80209 | 1 | 0.4% | |
| 7.12143 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 150.47143 | 1 | 0.4% | |
| 108.52534 | 1 | 0.4% | |
| 107.85996 | 1 | 0.4% | |
| 105.015 | 1 | 0.4% | |
| 95.7853 | 1 | 0.4% | |
| 93.06689 | 1 | 0.4% | |
| 92.50044 | 1 | 0.4% | |
| 90.71076 | 1 | 0.4% | |
| 87.35798 | 1 | 0.4% | |
| 85.46238 | 1 | 0.4% |
| Distinct | 111 |
|---|---|
| Distinct (%) | 41.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.48018868 |
|---|---|
| Minimum | 0 |
| Maximum | 112 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.1 |
| Q1 | 14 |
| median | 21 |
| Q3 | 36.5 |
| 95-th percentile | 69.8 |
| Maximum | 112 |
| Range | 112 |
| Interquartile range (IQR) | 22.5 |
Descriptive statistics
| Standard deviation | 20.75398907 |
|---|---|
| Coefficient of variation (CV) | 0.7287166987 |
| Kurtosis | 1.592213484 |
| Mean | 28.48018868 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.355259784 |
| Sum | 7547.25 |
| Variance | 430.7280625 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 12 | 10 | 3.8% | |
| 20.5 | 8 | 3.0% | |
| 21.5 | 8 | 3.0% | |
| 14.5 | 7 | 2.6% | |
| 9 | 7 | 2.6% | |
| 13 | 6 | 2.3% | |
| 15 | 6 | 2.3% | |
| 20 | 6 | 2.3% | |
| 10.5 | 6 | 2.3% | |
| 17 | 5 | 1.9% | |
| 19 | 5 | 1.9% | |
| 10 | 5 | 1.9% | |
| 21 | 5 | 1.9% | |
| 22.5 | 4 | 1.5% | |
| 36.5 | 4 | 1.5% | |
| 18 | 4 | 1.5% | |
| 30.5 | 4 | 1.5% | |
| 17.5 | 4 | 1.5% | |
| 31.5 | 4 | 1.5% | |
| 27.5 | 4 | 1.5% | |
| 18.5 | 4 | 1.5% | |
| 51 | 3 | 1.1% | |
| 16.5 | 3 | 1.1% | |
| 15.5 | 3 | 1.1% | |
| 13.5 | 3 | 1.1% | |
| Other values (86) | 137 | 51.7% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 2.5 | 1 | 0.4% | |
| 3 | 1 | 0.4% | |
| 3.5 | 1 | 0.4% | |
| 4 | 1 | 0.4% | |
| 5 | 1 | 0.4% | |
| 5.5 | 2 | 0.8% | |
| 6 | 3 | 1.1% | |
| 6.5 | 1 | 0.4% | |
| 7 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 112 | 1 | 0.4% | |
| 110.5 | 1 | 0.4% | |
| 91.5 | 1 | 0.4% | |
| 91 | 1 | 0.4% | |
| 80 | 1 | 0.4% | |
| 79.5 | 1 | 0.4% | |
| 78.5 | 1 | 0.4% | |
| 78 | 1 | 0.4% | |
| 77 | 1 | 0.4% | |
| 75.5 | 1 | 0.4% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 181 |
| Missing (%) | 68.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.238095238 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.382764657 |
|---|---|
| Coefficient of variation (CV) | 0.7358537913 |
| Kurtosis | 12.23984628 |
| Mean | 3.238095238 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.578440819 |
| Sum | 272 |
| Variance | 5.677567413 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 32 | 12.1% | |
| 4 | 20 | 7.5% | |
| 6 | 12 | 4.5% | |
| 1 | 12 | 4.5% | |
| 8 | 2 | 0.8% | |
| 3 | 2 | 0.8% | |
| 0 | 2 | 0.8% | |
| 17 | 1 | 0.4% | |
| 5 | 1 | 0.4% | |
| (Missing) | 181 | 68.3% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 1 | 12 | 4.5% | |
| 2 | 32 | 12.1% | |
| 3 | 2 | 0.8% | |
| 4 | 20 | 7.5% | |
| 5 | 1 | 0.4% | |
| 6 | 12 | 4.5% | |
| 8 | 2 | 0.8% | |
| 17 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.4% | |
| 8 | 2 | 0.8% | |
| 6 | 12 | 4.5% | |
| 5 | 1 | 0.4% | |
| 4 | 20 | 7.5% | |
| 3 | 2 | 0.8% | |
| 2 | 32 | 12.1% | |
| 1 | 12 | 4.5% | |
| 0 | 2 | 0.8% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 184 |
| Missing (%) | 69.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.345679012 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6921071779 |
|---|---|
| Coefficient of variation (CV) | 0.5143181781 |
| Kurtosis | 2.613059332 |
| Mean | 1.345679012 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.504362408 |
| Sum | 109 |
| Variance | 0.4790123457 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 56 | 21.1% | |
| 2 | 17 | 6.4% | |
| 3 | 5 | 1.9% | |
| 0 | 2 | 0.8% | |
| 4 | 1 | 0.4% | |
| (Missing) | 184 | 69.4% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 1 | 56 | 21.1% | |
| 2 | 17 | 6.4% | |
| 3 | 5 | 1.9% | |
| 4 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 4 | 1 | 0.4% | |
| 3 | 5 | 1.9% | |
| 2 | 17 | 6.4% | |
| 1 | 56 | 21.1% | |
| 0 | 2 | 0.8% |
TOR_TOR
Real number (ℝ≥0)
| Distinct | 56 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.3309434 |
|---|---|
| Minimum | 0 |
| Maximum | 70 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 7 |
| median | 11 |
| Q3 | 23 |
| 95-th percentile | 45.6 |
| Maximum | 70 |
| Range | 70 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 14.02628299 |
|---|---|
| Coefficient of variation (CV) | 0.8588776933 |
| Kurtosis | 1.609754164 |
| Mean | 16.3309434 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.44140782 |
| Sum | 4327.7 |
| Variance | 196.7366146 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8 | 23 | 8.7% | |
| 6 | 23 | 8.7% | |
| 9 | 18 | 6.8% | |
| 11 | 15 | 5.7% | |
| 12 | 14 | 5.3% | |
| 7 | 13 | 4.9% | |
| 4 | 11 | 4.2% | |
| 2 | 10 | 3.8% | |
| 3 | 9 | 3.4% | |
| 5 | 8 | 3.0% | |
| 14 | 8 | 3.0% | |
| 17 | 8 | 3.0% | |
| 10 | 5 | 1.9% | |
| 34 | 5 | 1.9% | |
| 13 | 5 | 1.9% | |
| 29 | 5 | 1.9% | |
| 18 | 5 | 1.9% | |
| 20 | 5 | 1.9% | |
| 23 | 4 | 1.5% | |
| 26 | 4 | 1.5% | |
| 15 | 4 | 1.5% | |
| 19 | 4 | 1.5% | |
| 28 | 4 | 1.5% | |
| 43 | 3 | 1.1% | |
| 38 | 3 | 1.1% | |
| Other values (31) | 49 | 18.5% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 1 | 2 | 0.8% | |
| 2 | 10 | 3.8% | |
| 3 | 9 | 3.4% | |
| 4 | 11 | 4.2% | |
| 5 | 8 | 3.0% | |
| 6 | 23 | 8.7% | |
| 7 | 13 | 4.9% | |
| 8 | 23 | 8.7% | |
| 9 | 18 | 6.8% |
| Value | Count | Frequency (%) | |
| 70 | 1 | 0.4% | |
| 66 | 1 | 0.4% | |
| 64 | 1 | 0.4% | |
| 60 | 1 | 0.4% | |
| 54 | 1 | 0.4% | |
| 53 | 1 | 0.4% | |
| 52 | 2 | 0.8% | |
| 51 | 2 | 0.8% | |
| 50 | 1 | 0.4% | |
| 49 | 1 | 0.4% |
| Distinct | 264 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11979.41449 |
|---|---|
| Minimum | 0 |
| Maximum | 65869.64217 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2668.047062 |
| Q1 | 5338.96422 |
| median | 8355.30021 |
| Q3 | 15988.17494 |
| 95-th percentile | 30474.96296 |
| Maximum | 65869.64217 |
| Range | 65869.64217 |
| Interquartile range (IQR) | 10649.21072 |
Descriptive statistics
| Standard deviation | 9868.453484 |
|---|---|
| Coefficient of variation (CV) | 0.8237842916 |
| Kurtosis | 5.8368932 |
| Mean | 11979.41449 |
| Median Absolute Deviation (MAD) | 3810.80084 |
| Skewness | 1.979130139 |
| Sum | 3174544.841 |
| Variance | 97386374.16 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 5837.6448 | 1 | 0.4% | |
| 2478.99862 | 1 | 0.4% | |
| 30638.32344 | 1 | 0.4% | |
| 4311.80188 | 1 | 0.4% | |
| 8003.04956 | 1 | 0.4% | |
| 4791.77854 | 1 | 0.4% | |
| 31952.78762 | 1 | 0.4% | |
| 11180.23118 | 1 | 0.4% | |
| 8609.395 | 1 | 0.4% | |
| 7805.55998 | 1 | 0.4% | |
| 17283.69027 | 1 | 0.4% | |
| 17145.22914 | 1 | 0.4% | |
| 4814.932 | 1 | 0.4% | |
| 12100.09628 | 1 | 0.4% | |
| 65869.64217 | 1 | 0.4% | |
| 25700.34 | 1 | 0.4% | |
| 6398.375 | 1 | 0.4% | |
| 21383.00639 | 1 | 0.4% | |
| 9705.2 | 1 | 0.4% | |
| 7631.685504 | 1 | 0.4% | |
| 15580.24122 | 1 | 0.4% | |
| 6588.39874 | 1 | 0.4% | |
| 13402.93052 | 1 | 0.4% | |
| 5356.31951 | 1 | 0.4% | |
| Other values (239) | 239 | 90.2% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 953.2 | 1 | 0.4% | |
| 1328.47 | 1 | 0.4% | |
| 1485.99991 | 1 | 0.4% | |
| 2024.69 | 1 | 0.4% | |
| 2400.92999 | 1 | 0.4% | |
| 2418.53 | 1 | 0.4% | |
| 2478.99862 | 1 | 0.4% | |
| 2500.75 | 1 | 0.4% | |
| 2521.25993 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 65869.64217 | 1 | 0.4% | |
| 65186.365 | 1 | 0.4% | |
| 39419.36894 | 1 | 0.4% | |
| 37653.8714 | 1 | 0.4% | |
| 37149.36856 | 1 | 0.4% | |
| 35925.08891 | 1 | 0.4% | |
| 35904.09944 | 1 | 0.4% | |
| 35543.05746 | 1 | 0.4% | |
| 34049.29234 | 1 | 0.4% | |
| 33549.63659 | 1 | 0.4% |
| Distinct | 264 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5977.859799 |
|---|---|
| Minimum | 0 |
| Maximum | 34543.85635 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1353.027384 |
| Q1 | 2662.49746 |
| median | 3998.3555 |
| Q3 | 7845.966177 |
| 95-th percentile | 15573.27431 |
| Maximum | 34543.85635 |
| Range | 34543.85635 |
| Interquartile range (IQR) | 5183.468717 |
Descriptive statistics
| Standard deviation | 5014.677071 |
|---|---|
| Coefficient of variation (CV) | 0.8388749886 |
| Kurtosis | 6.381239694 |
| Mean | 5977.859799 |
| Median Absolute Deviation (MAD) | 1800.8645 |
| Skewness | 2.050190953 |
| Sum | 1584132.847 |
| Variance | 25146986.12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 1432.0299 | 1 | 0.4% | |
| 6970.627398 | 1 | 0.4% | |
| 3949.131 | 1 | 0.4% | |
| 3729.00609 | 1 | 0.4% | |
| 3638.0742 | 1 | 0.4% | |
| 3845.25945 | 1 | 0.4% | |
| 3714.7289 | 1 | 0.4% | |
| 2702.142666 | 1 | 0.4% | |
| 6043.14649 | 1 | 0.4% | |
| 2221.776 | 1 | 0.4% | |
| 14879.18012 | 1 | 0.4% | |
| 4596.127368 | 1 | 0.4% | |
| 7362.0915 | 1 | 0.4% | |
| 8194.1005 | 1 | 0.4% | |
| 10194.41512 | 1 | 0.4% | |
| 3929.325774 | 1 | 0.4% | |
| 4793.0479 | 1 | 0.4% | |
| 17041.087 | 1 | 0.4% | |
| 7071.712962 | 1 | 0.4% | |
| 3889.597158 | 1 | 0.4% | |
| 5302.9364 | 1 | 0.4% | |
| 6724.60131 | 1 | 0.4% | |
| 4286.9402 | 1 | 0.4% | |
| 4338.12 | 1 | 0.4% | |
| Other values (239) | 239 | 90.2% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 499 | 1 | 0.4% | |
| 598.041 | 1 | 0.4% | |
| 872.15444 | 1 | 0.4% | |
| 910.8698 | 1 | 0.4% | |
| 1118.6334 | 1 | 0.4% | |
| 1263.252502 | 1 | 0.4% | |
| 1301.7246 | 1 | 0.4% | |
| 1310.438 | 1 | 0.4% | |
| 1318.4225 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 34543.85635 | 1 | 0.4% | |
| 33142.7805 | 1 | 0.4% | |
| 18479.96385 | 1 | 0.4% | |
| 18442.60934 | 1 | 0.4% | |
| 18435.20009 | 1 | 0.4% | |
| 17588.79157 | 1 | 0.4% | |
| 17307.53838 | 1 | 0.4% | |
| 17217.59022 | 1 | 0.4% | |
| 17041.087 | 1 | 0.4% | |
| 16733.6167 | 1 | 0.4% |
| Distinct | 264 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6009.031639 |
|---|---|
| Minimum | 0 |
| Maximum | 32065.5845 |
| Zeros | 2 |
| Zeros (%) | 0.8% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1262.86526 |
| Q1 | 2561.10017 |
| median | 4228.165356 |
| Q3 | 7509.720343 |
| 95-th percentile | 16850.28883 |
| Maximum | 32065.5845 |
| Range | 32065.5845 |
| Interquartile range (IQR) | 4948.620173 |
Descriptive statistics
| Standard deviation | 5040.687346 |
|---|---|
| Coefficient of variation (CV) | 0.8388518565 |
| Kurtosis | 4.817947765 |
| Mean | 6009.031639 |
| Median Absolute Deviation (MAD) | 1970.315506 |
| Skewness | 1.914499273 |
| Sum | 1592393.384 |
| Variance | 25408528.92 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 10751.37485 | 1 | 0.4% | |
| 3048.152205 | 1 | 0.4% | |
| 16934.87102 | 1 | 0.4% | |
| 5925.81642 | 1 | 0.4% | |
| 6035.7595 | 1 | 0.4% | |
| 5987.86976 | 1 | 0.4% | |
| 8274.727128 | 1 | 0.4% | |
| 2139.674 | 1 | 0.4% | |
| 14547.95809 | 1 | 0.4% | |
| 4567.2318 | 1 | 0.4% | |
| 464.2 | 1 | 0.4% | |
| 1805.21217 | 1 | 0.4% | |
| 3022.24305 | 1 | 0.4% | |
| 21041.56885 | 1 | 0.4% | |
| 13130.45675 | 1 | 0.4% | |
| 3735.5327 | 1 | 0.4% | |
| 6510.8685 | 1 | 0.4% | |
| 613.84547 | 1 | 0.4% | |
| 2807.00392 | 1 | 0.4% | |
| 4485.0595 | 1 | 0.4% | |
| 7238.23458 | 1 | 0.4% | |
| 6975.44476 | 1 | 0.4% | |
| 3370.6132 | 1 | 0.4% | |
| 2516.24259 | 1 | 0.4% | |
| Other values (239) | 239 | 90.2% |
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.8% | |
| 464.2 | 1 | 0.4% | |
| 613.84547 | 1 | 0.4% | |
| 730.429 | 1 | 0.4% | |
| 801.626 | 1 | 0.4% | |
| 824.243 | 1 | 0.4% | |
| 1068.096 | 1 | 0.4% | |
| 1100.1075 | 1 | 0.4% | |
| 1113.8202 | 1 | 0.4% | |
| 1147.38008 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 32065.5845 | 1 | 0.4% | |
| 31357.78582 | 1 | 0.4% | |
| 21041.56885 | 1 | 0.4% | |
| 19205.90755 | 1 | 0.4% | |
| 18856.69728 | 1 | 0.4% | |
| 18817.55922 | 1 | 0.4% | |
| 18708.49869 | 1 | 0.4% | |
| 18596.56106 | 1 | 0.4% | |
| 18350.85604 | 1 | 0.4% | |
| 17870.97862 | 1 | 0.4% |
| Distinct | 72 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.476925075 |
|---|---|
| Minimum | 0 |
| Maximum | 110.700023 |
| Zeros | 152 |
| Zeros (%) | 57.4% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3.7 |
| 95-th percentile | 42.652 |
| Maximum | 110.700023 |
| Range | 110.700023 |
| Interquartile range (IQR) | 3.7 |
Descriptive statistics
| Standard deviation | 16.530181 |
|---|---|
| Coefficient of variation (CV) | 2.210826086 |
| Kurtosis | 11.34099833 |
| Mean | 7.476925075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.140150361 |
| Sum | 1981.385145 |
| Variance | 273.2468838 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 152 | 57.4% | |
| 3.2 | 18 | 6.8% | |
| 1.9 | 9 | 3.4% | |
| 1.3 | 6 | 2.3% | |
| 3.7 | 6 | 2.3% | |
| 2.6 | 3 | 1.1% | |
| 3.8 | 2 | 0.8% | |
| 5.97 | 2 | 0.8% | |
| 12.9 | 2 | 0.8% | |
| 22.1 | 2 | 0.8% | |
| 2.5 | 2 | 0.8% | |
| 21.199 | 1 | 0.4% | |
| 18.1195 | 1 | 0.4% | |
| 110.700023 | 1 | 0.4% | |
| 5.2 | 1 | 0.4% | |
| 40.6615 | 1 | 0.4% | |
| 2.4 | 1 | 0.4% | |
| 29.388242 | 1 | 0.4% | |
| 26.2625 | 1 | 0.4% | |
| 7.5 | 1 | 0.4% | |
| 5.7 | 1 | 0.4% | |
| 45.9 | 1 | 0.4% | |
| 7.000056 | 1 | 0.4% | |
| 28.595 | 1 | 0.4% | |
| 3.5 | 1 | 0.4% | |
| Other values (47) | 47 | 17.7% |
| Value | Count | Frequency (%) | |
| 0 | 152 | 57.4% | |
| 1.3 | 6 | 2.3% | |
| 1.9 | 9 | 3.4% | |
| 2.4 | 1 | 0.4% | |
| 2.5 | 2 | 0.8% | |
| 2.6 | 3 | 1.1% | |
| 2.7 | 1 | 0.4% | |
| 3.2 | 18 | 6.8% | |
| 3.5 | 1 | 0.4% | |
| 3.7 | 6 | 2.3% |
| Value | Count | Frequency (%) | |
| 110.700023 | 1 | 0.4% | |
| 93.6 | 1 | 0.4% | |
| 78.768 | 1 | 0.4% | |
| 75.589 | 1 | 0.4% | |
| 67.25 | 1 | 0.4% | |
| 65.4 | 1 | 0.4% | |
| 59.7 | 1 | 0.4% | |
| 52.62 | 1 | 0.4% | |
| 52.221 | 1 | 0.4% | |
| 52.2073 | 1 | 0.4% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.871698113 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.519347661 |
|---|---|
| Coefficient of variation (CV) | 0.5171395276 |
| Kurtosis | -1.198292884 |
| Mean | 4.871698113 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.01420693516 |
| Sum | 1291 |
| Variance | 6.347112636 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 8 | 31 | 11.7% | |
| 7 | 31 | 11.7% | |
| 5 | 31 | 11.7% | |
| 3 | 31 | 11.7% | |
| 1 | 31 | 11.7% | |
| 6 | 30 | 11.3% | |
| 4 | 30 | 11.3% | |
| 2 | 29 | 10.9% | |
| 9 | 21 | 7.9% |
| Value | Count | Frequency (%) | |
| 1 | 31 | 11.7% | |
| 2 | 29 | 10.9% | |
| 3 | 31 | 11.7% | |
| 4 | 30 | 11.3% | |
| 5 | 31 | 11.7% | |
| 6 | 30 | 11.3% | |
| 7 | 31 | 11.7% | |
| 8 | 31 | 11.7% | |
| 9 | 21 | 7.9% |
| Value | Count | Frequency (%) | |
| 9 | 21 | 7.9% | |
| 8 | 31 | 11.7% | |
| 7 | 31 | 11.7% | |
| 6 | 30 | 11.3% | |
| 5 | 31 | 11.7% | |
| 4 | 30 | 11.3% | |
| 3 | 31 | 11.7% | |
| 2 | 29 | 10.9% | |
| 1 | 31 | 11.7% |
| Distinct | 39 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.71320755 |
|---|---|
| Minimum | 1 |
| Maximum | 39 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 10 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 37 |
| Maximum | 39 |
| Range | 38 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 10.95275733 |
|---|---|
| Coefficient of variation (CV) | 0.5556050329 |
| Kurtosis | -1.198329576 |
| Mean | 19.71320755 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.0005269962524 |
| Sum | 5224 |
| Variance | 119.9628931 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 20 | 7 | 2.6% | |
| 38 | 7 | 2.6% | |
| 18 | 7 | 2.6% | |
| 17 | 7 | 2.6% | |
| 16 | 7 | 2.6% | |
| 15 | 7 | 2.6% | |
| 14 | 7 | 2.6% | |
| 13 | 7 | 2.6% | |
| 12 | 7 | 2.6% | |
| 11 | 7 | 2.6% | |
| 10 | 7 | 2.6% | |
| 9 | 7 | 2.6% | |
| 8 | 7 | 2.6% | |
| 7 | 7 | 2.6% | |
| 6 | 7 | 2.6% | |
| 5 | 7 | 2.6% | |
| 4 | 7 | 2.6% | |
| 19 | 7 | 2.6% | |
| 21 | 7 | 2.6% | |
| 2 | 7 | 2.6% | |
| 22 | 7 | 2.6% | |
| 37 | 7 | 2.6% | |
| 36 | 7 | 2.6% | |
| 35 | 7 | 2.6% | |
| 34 | 7 | 2.6% | |
| Other values (14) | 90 | 34.0% |
| Value | Count | Frequency (%) | |
| 1 | 5 | 1.9% | |
| 2 | 7 | 2.6% | |
| 3 | 7 | 2.6% | |
| 4 | 7 | 2.6% | |
| 5 | 7 | 2.6% | |
| 6 | 7 | 2.6% | |
| 7 | 7 | 2.6% | |
| 8 | 7 | 2.6% | |
| 9 | 7 | 2.6% | |
| 10 | 7 | 2.6% |
| Value | Count | Frequency (%) | |
| 39 | 1 | 0.4% | |
| 38 | 7 | 2.6% | |
| 37 | 7 | 2.6% | |
| 36 | 7 | 2.6% | |
| 35 | 7 | 2.6% | |
| 34 | 7 | 2.6% | |
| 33 | 7 | 2.6% | |
| 32 | 7 | 2.6% | |
| 31 | 7 | 2.6% | |
| 30 | 7 | 2.6% |
| Distinct | 265 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| 06/06/2020 | 1 |
|---|---|
| 21/09/2020 | 1 |
| 12/09/2020 | 1 |
| 10/05/2020 | 1 |
| 10/09/2020 | 1 |
| Other values (260) |
| Value | Count | Frequency (%) | |
| 06/06/2020 | 1 | 0.4% | |
| 21/09/2020 | 1 | 0.4% | |
| 12/09/2020 | 1 | 0.4% | |
| 10/05/2020 | 1 | 0.4% | |
| 10/09/2020 | 1 | 0.4% | |
| 17/02/2020 | 1 | 0.4% | |
| 30/04/2020 | 1 | 0.4% | |
| 02/06/2020 | 1 | 0.4% | |
| 25/08/2020 | 1 | 0.4% | |
| 16/03/2020 | 1 | 0.4% | |
| 18/05/2020 | 1 | 0.4% | |
| 05/02/2020 | 1 | 0.4% | |
| 02/02/2020 | 1 | 0.4% | |
| 28/04/2020 | 1 | 0.4% | |
| 15/03/2020 | 1 | 0.4% | |
| 02/04/2020 | 1 | 0.4% | |
| 29/03/2020 | 1 | 0.4% | |
| 18/01/2020 | 1 | 0.4% | |
| 11/01/2020 | 1 | 0.4% | |
| 25/07/2020 | 1 | 0.4% | |
| 28/01/2020 | 1 | 0.4% | |
| 05/09/2020 | 1 | 0.4% | |
| 22/02/2020 | 1 | 0.4% | |
| 06/02/2020 | 1 | 0.4% | |
| 07/07/2020 | 1 | 0.4% | |
| Other values (240) | 240 | 90.6% |
Unique
| Unique | 265 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 34.0% | |
| 2 | 667 | 25.2% | |
| / | 530 | 20.0% | |
| 1 | 153 | 5.8% | |
| 3 | 69 | 2.6% | |
| 5 | 57 | 2.2% | |
| 7 | 57 | 2.2% | |
| 8 | 57 | 2.2% | |
| 4 | 56 | 2.1% | |
| 6 | 56 | 2.1% | |
| 9 | 47 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 2120 | 80.0% | |
| Other Punctuation | 530 | 20.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 42.5% | |
| 2 | 667 | 31.5% | |
| 1 | 153 | 7.2% | |
| 3 | 69 | 3.3% | |
| 5 | 57 | 2.7% | |
| 7 | 57 | 2.7% | |
| 8 | 57 | 2.7% | |
| 4 | 56 | 2.6% | |
| 6 | 56 | 2.6% | |
| 9 | 47 | 2.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| / | 530 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 2650 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 34.0% | |
| 2 | 667 | 25.2% | |
| / | 530 | 20.0% | |
| 1 | 153 | 5.8% | |
| 3 | 69 | 2.6% | |
| 5 | 57 | 2.2% | |
| 7 | 57 | 2.2% | |
| 8 | 57 | 2.2% | |
| 4 | 56 | 2.1% | |
| 6 | 56 | 2.1% | |
| 9 | 47 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2650 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 901 | 34.0% | |
| 2 | 667 | 25.2% | |
| / | 530 | 20.0% | |
| 1 | 153 | 5.8% | |
| 3 | 69 | 2.6% | |
| 5 | 57 | 2.2% | |
| 7 | 57 | 2.2% | |
| 8 | 57 | 2.2% | |
| 4 | 56 | 2.1% | |
| 6 | 56 | 2.1% | |
| 9 | 47 | 1.8% |
| Distinct | 119 |
|---|---|
| Distinct (%) | 44.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.63396226 |
|---|---|
| Minimum | 0 |
| Maximum | 325 |
| Zeros | 88 |
| Zeros (%) | 33.2% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 24 |
| Q3 | 101 |
| 95-th percentile | 214.2 |
| Maximum | 325 |
| Range | 325 |
| Interquartile range (IQR) | 101 |
Descriptive statistics
| Standard deviation | 71.08812005 |
|---|---|
| Coefficient of variation (CV) | 1.212405188 |
| Kurtosis | 0.7071538764 |
| Mean | 58.63396226 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 1.173414062 |
| Sum | 15538 |
| Variance | 5053.520812 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 88 | 33.2% | |
| 1 | 12 | 4.5% | |
| 3 | 7 | 2.6% | |
| 2 | 5 | 1.9% | |
| 111 | 4 | 1.5% | |
| 21 | 3 | 1.1% | |
| 77 | 3 | 1.1% | |
| 88 | 3 | 1.1% | |
| 89 | 3 | 1.1% | |
| 67 | 3 | 1.1% | |
| 47 | 3 | 1.1% | |
| 127 | 2 | 0.8% | |
| 105 | 2 | 0.8% | |
| 56 | 2 | 0.8% | |
| 123 | 2 | 0.8% | |
| 62 | 2 | 0.8% | |
| 65 | 2 | 0.8% | |
| 66 | 2 | 0.8% | |
| 106 | 2 | 0.8% | |
| 104 | 2 | 0.8% | |
| 140 | 2 | 0.8% | |
| 6 | 2 | 0.8% | |
| 68 | 2 | 0.8% | |
| 97 | 2 | 0.8% | |
| 95 | 2 | 0.8% | |
| Other values (94) | 103 | 38.9% |
| Value | Count | Frequency (%) | |
| 0 | 88 | 33.2% | |
| 1 | 12 | 4.5% | |
| 2 | 5 | 1.9% | |
| 3 | 7 | 2.6% | |
| 4 | 1 | 0.4% | |
| 5 | 1 | 0.4% | |
| 6 | 2 | 0.8% | |
| 7 | 1 | 0.4% | |
| 8 | 1 | 0.4% | |
| 9 | 1 | 0.4% |
| Value | Count | Frequency (%) | |
| 325 | 1 | 0.4% | |
| 292 | 1 | 0.4% | |
| 250 | 1 | 0.4% | |
| 246 | 2 | 0.8% | |
| 238 | 1 | 0.4% | |
| 231 | 1 | 0.4% | |
| 228 | 1 | 0.4% | |
| 224 | 1 | 0.4% | |
| 222 | 1 | 0.4% | |
| 221 | 1 | 0.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| MES | SEM | FECHA | BEB_REF | CAR_PAQ | CAR_PKL | COMP_ENV | COMP_PAQ | LACT_Q | TOR_TOR | VENTA | COSTO | UTIL | DESC | MES_CFD | SEM_CFD | F_CFD | C_CFD | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 01/01/2020 | 0.0 | 0.0 | 0.00000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 0.000000 | 0.000000 | 0.000 | 1 | 1 | 01/01/2020 | 0 |
| 1 | 1 | 1 | 02/01/2020 | 8.0 | 16.0 | 19.60570 | 17.0 | 2.0 | 1.0 | 8.0 | 9635.64470 | 4877.056060 | 4768.588640 | 0.000 | 1 | 1 | 02/01/2020 | 0 |
| 2 | 1 | 1 | 03/01/2020 | 5.0 | 9.0 | 7.55000 | 7.5 | NaN | NaN | 5.0 | 4361.45000 | 2221.776000 | 2139.674000 | 0.000 | 1 | 1 | 03/01/2020 | 0 |
| 3 | 1 | 1 | 04/01/2020 | 12.0 | 8.0 | 35.99762 | 31.0 | NaN | 1.0 | 20.0 | 11180.23118 | 5302.936400 | 5877.294780 | 0.000 | 1 | 1 | 04/01/2020 | 0 |
| 4 | 1 | 1 | 05/01/2020 | 16.0 | 17.0 | 53.04634 | 49.0 | NaN | 3.0 | 44.0 | 19168.84426 | 9682.981650 | 9485.862610 | 28.595 | 1 | 1 | 05/01/2020 | 0 |
| 5 | 1 | 2 | 06/01/2020 | 4.0 | 6.0 | 9.25500 | 28.5 | NaN | NaN | 14.0 | 5184.39500 | 2711.237275 | 2473.157725 | 0.000 | 1 | 2 | 06/01/2020 | 0 |
| 6 | 1 | 2 | 07/01/2020 | 3.0 | 1.0 | 10.25409 | 10.0 | NaN | 1.0 | 4.0 | 2776.88631 | 1379.147558 | 1397.738752 | 0.000 | 1 | 2 | 07/01/2020 | 0 |
| 7 | 1 | 2 | 08/01/2020 | 2.0 | 8.0 | 19.00682 | 15.0 | NaN | NaN | 9.0 | 7805.55998 | 3714.728900 | 4090.831080 | 3.870 | 1 | 2 | 08/01/2020 | 0 |
| 8 | 1 | 2 | 09/01/2020 | 6.0 | 10.0 | 12.99341 | 17.5 | 4.0 | NaN | 9.0 | 6082.47499 | 3036.443375 | 3068.031615 | 0.000 | 1 | 2 | 09/01/2020 | 0 |
| 9 | 1 | 2 | 10/01/2020 | 4.0 | 2.0 | 14.62201 | 15.0 | 2.0 | NaN | 8.0 | 4425.48949 | 2179.439640 | 2257.849850 | 0.000 | 1 | 2 | 10/01/2020 | 0 |
Last rows
| MES | SEM | FECHA | BEB_REF | CAR_PAQ | CAR_PKL | COMP_ENV | COMP_PAQ | LACT_Q | TOR_TOR | VENTA | COSTO | UTIL | DESC | MES_CFD | SEM_CFD | F_CFD | C_CFD | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 255 | 9 | 37 | 12/09/2020 | 11.0 | 12.0 | 61.76325 | 37.0 | NaN | NaN | 22.0 | 18945.47535 | 8194.100500 | 10751.374850 | 0.000 | 9 | 37 | 12/09/2020 | 47 |
| 256 | 9 | 37 | 13/09/2020 | 22.0 | 29.0 | 78.45698 | 78.5 | 2.0 | 2.0 | 38.0 | 31952.78762 | 15027.916600 | 16934.871020 | 43.040 | 9 | 37 | 13/09/2020 | 47 |
| 257 | 9 | 38 | 14/09/2020 | 3.0 | 7.0 | 16.62500 | 8.5 | NaN | NaN | 5.0 | 5971.87500 | 2922.114000 | 3049.761000 | 0.000 | 9 | 38 | 14/09/2020 | 104 |
| 258 | 9 | 38 | 15/09/2020 | 4.0 | 3.0 | 24.07459 | 21.0 | NaN | NaN | 12.0 | 7154.61471 | 3470.702050 | 3683.912660 | 0.000 | 9 | 38 | 15/09/2020 | 65 |
| 259 | 9 | 38 | 16/09/2020 | 1.0 | 21.0 | 40.68531 | 28.0 | 2.0 | NaN | 20.0 | 17131.68559 | 7924.484335 | 9217.201255 | 0.000 | 9 | 38 | 16/09/2020 | 69 |
| 260 | 9 | 38 | 17/09/2020 | 0.0 | NaN | 1.80000 | 10.0 | NaN | NaN | 4.0 | 953.20000 | 499.000000 | 464.200000 | 0.000 | 9 | 38 | 17/09/2020 | 87 |
| 261 | 9 | 38 | 18/09/2020 | 0.0 | 4.0 | 12.00251 | 12.5 | NaN | NaN | 15.0 | 4618.49949 | 2265.051200 | 2353.448290 | 0.000 | 9 | 38 | 18/09/2020 | 77 |
| 262 | 9 | 38 | 19/09/2020 | 2.0 | 5.0 | 7.12143 | 36.5 | NaN | 3.0 | 30.0 | 4544.49937 | 2932.861320 | 1621.638050 | 0.000 | 9 | 38 | 19/09/2020 | 56 |
| 263 | 9 | 38 | 20/09/2020 | 4.0 | 2.0 | 15.12000 | 44.5 | NaN | 2.0 | 26.0 | 5894.99500 | 3289.039500 | 2605.955500 | 17.485 | 9 | 38 | 20/09/2020 | 20 |
| 264 | 9 | 39 | 21/09/2020 | 0.0 | 2.0 | 7.51068 | 12.5 | NaN | NaN | 2.0 | 2478.99862 | 1430.160962 | 1148.837658 | 0.000 | 9 | 39 | 21/09/2020 | 54 |